secretflow / scql

SCQL (Secure Collaborative Query Language) is a system that allows multiple distrusting parties to run joint analysis without revealing their private data.
https://www.secretflow.org.cn/docs/scql/en/
Apache License 2.0
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collaborative-analytics mpc-sql scql secure-collaborative-query secure-querying sf-sql

SCQL

CircleCI

Secure Collaborative Query Language (SCQL) is a system that translates SQL statements into Secure Multiparty Computation (SMC) primitives and executes them on a federation of database systems.

SCQL Workflow

Documentation

Docker Image Release

Contribution Guidelines

If you would like to contribute to SCQL, please see the Contribution guidelines.

This documentation also contains instructions for build and testing

Hardware Requirements

The following requirements only apply to SCQLEngine.

Disclaimer

Non-release versions of SCQL are prohibited to use in any production environment due to possible bugs, glitches, lack of functionality, security issues or other problems.

Acknowledgments